# Gilardi, Fabrizio, "The Temporary Importance of Role Models for Women's Political Representation", American Journal of Political Science
# Code to replicate Table SI21 (Replication of Table SI4, with an alternative connectivity matrix (all other municipal- ities, weighted by driving distance)
# gilardi@ipz.uzh.ch, 2014-06-24

# Set working directory
setwd("../Data/")

# Load packages
library(texreg)

# Load data
d <- read.csv("dataset-full.csv")


###################
# Estimate models #########################################
###################

out.1 <- glm(n.women.cand.new ~ sl.autod.n.women.elected + n.women.elected.lagged + n.women.cand.previously.elected + n.men.cand.previously.elected + n.women.cand.lagged + n.people.elected + n.cand + referenda + wom.kr + log.dist.zh + log.pop +  kr.svp + steuerfuss + as.factor(stadt.land) + sl.autod.n.women.elected*as.factor(year) + n.women.elected.lagged*as.factor(year), data=d, family="poisson")
summary(out.1)

out.2 <- glm(n.women.cand.new ~ sl.autod.n.women.elected + n.women.elected.lagged + n.women.cand.previously.elected + n.men.cand.previously.elected + n.women.cand.lagged + n.people.elected + n.cand + referenda + wom.kr + log.dist.zh + log.pop +  kr.svp + steuerfuss + as.factor(stadt.land) + sl.autod.n.women.elected*as.factor(year) + n.women.elected.lagged*as.factor(year), data=d, family="poisson", subset=c(n.women.cand.previously.elected == 0))
summary(out.2)

out.3 <- glm(n.women.cand.new ~ sl.autod.n.women.elected + n.women.elected.lagged + n.women.cand.previously.elected + n.men.cand.previously.elected + n.women.cand.lagged + n.people.elected + n.cand + referenda + wom.kr + log.dist.zh + log.pop +  kr.svp + steuerfuss + as.factor(stadt.land) + sl.autod.n.women.elected*as.factor(year) + n.women.elected.lagged*as.factor(year), data=d, family="poisson", subset=c(n.women.cand.previously.elected > 0))
summary(out.3)



##############
# Make table ########################################
##############

var.names <- c(
	"(Intercept)",
	"Spatial lag",
	"Nr. xfemale elected ($t-1$)",
	"Nr. xfemale incumbent cand. ($t-1$)",
	"Nr. xmale incumbent cand. ($t-1$)",
	"Nr. xfemale cand. ($t-1$)",
	"Nr. seats",
	"Total nr. candidates",
	"Referenda on gender equality",
	"Support for xfemale in cantonal elec.",
	"Distance from Zurich (log)",
	"Population (log)",
	"Support for conservative party",
	"Tax level",
	"Suburb",
	"Countryside",
	seq(1978, 2010, 4),
	"Spatial lag $xx$ 1978",
	"Spatial lag $xx$ 1982",
	"Spatial lag $xx$ 1986",
	"Spatial lag $xx$ 1990",
	"Spatial lag $xx$ 1994",
	"Spatial lag $xx$ 1998",
	"Spatial lag $xx$ 2002",
	"Spatial lag $xx$ 2006",
	"Spatial lag $xx$ 2010",
	"Nr. xfemale elected ($t-1$) $xx$ 1978",	
	"Nr. xfemale elected ($t-1$) $xx$ 1982",	
	"Nr. xfemale elected ($t-1$) $xx$ 1986",	
	"Nr. xfemale elected ($t-1$) $xx$ 1990",	
	"Nr. xfemale elected ($t-1$) $xx$ 1994",	
	"Nr. xfemale elected ($t-1$) $xx$ 1998",	
	"Nr. xfemale elected ($t-1$) $xx$ 2002",	
	"Nr. xfemale elected ($t-1$) $xx$ 2006",	
	"Nr. xfemale elected ($t-1$) $xx$ 2010"
)

model.names <- c("(1)", "(2)", "(3)")

texreg(list(out.1, out.2, out.3), single.row=T, center=T, dcolumn=T, custom.coef.names=var.names, custom.model.names=model.names)

